The radio announcer's bland voice announced the restaurant's demise as if it were a mundane weather report. A wave of heat washed over Maria, her face flushing crimson. She switched off the radio with a violent click.

Her hands shook as she reached for her phone, intending to call someone to share her outrage. But who would understand? They wouldn't. She knew it.

She marched into the kitchen, and flung open the pantry. A jar of pickles flew out, shattering against the tile floor. She stared at the mess, the sharp smell of vinegar stinging her nostrils. Tears welled in her eyes, not from sadness, but from something else entirely.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296